Detecting fake news in social media using voting classifier

E Elsaeed, O Ouda, MM Elmogy, A Atwan… - IEEE …, 2021 - ieeexplore.ieee.org
The availability of social media, blogs, and websites to everyone creates a lot of problems.
False news is a critical issue that can affect individuals or entire countries. Fake news can be …

[PDF][PDF] Survey on automated system for fake news detection using NLP & machine learning approach

S Gurav, S Sase, S Shinde, P Wabale… - … Research Journal of …, 2019 - academia.edu
The large use of social media has tremendous impact on our society, culture, business with
potentially positive and negative effects. Now-a-days, due to the increase in use of online …

Fake news detection using NLP

MA Shaik, MY Sree, SS Vyshnavi… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
In the age of digital media, fake news is a serious problem because it spreads
misinformation and harms individuals, organizations, and even entire nations which is a …

A novel approach to fake news detection in social networks using genetic algorithm applying machine learning classifiers

D Choudhury, T Acharjee - Multimedia Tools and Applications, 2023 - Springer
Now-a-days fake news have become part and parcel of our everyday life due to its quick
spreading in different social media. Fake news identification has been emerging as an …

An ensemble machine learning approach through effective feature extraction to classify fake news

S Hakak, M Alazab, S Khan, TR Gadekallu… - Future Generation …, 2021 - Elsevier
There are numerous channels available such as social media, blogs, websites, etc., through
which people can easily access the news. It is due to the availability of these platforms that …

Detection of online fake news using n-gram analysis and machine learning techniques

H Ahmed, I Traore, S Saad - … , and Dependable Systems in Distributed and …, 2017 - Springer
Fake news is a phenomenon which is having a significant impact on our social life, in
particular in the political world. Fake news detection is an emerging research area which is …

Text-mining-based fake news detection using ensemble methods

H Reddy, N Raj, M Gala, A Basava - International Journal of Automation …, 2020 - Springer
Social media is a platform to express one's views and opinions freely and has made
communication easier than it was before. This also opens up an opportunity for people to …

Early multi-class ensemble-based fake news detection using content features

S Rezaei, M Kahani, B Behkamal, A Jalayer - Social Network Analysis and …, 2022 - Springer
Nowadays, social media plays an essential role in spreading the news with low cost and
high speed in publishing, and easy availability. Given that, anyone can publish any news on …

Improving fake news detection using k-means and support vector machine approaches

KM Yazdi, AM Yazdi, S Khodayi, J Hou… - … of Electronics and …, 2020 - publications.waset.org
Fake news and false information are big challenges of all types of media, especially social
media. There is a lot of false information, fake likes, views and duplicated accounts as big …

[PDF][PDF] An empirical comparison of fake news detection using different machine learning algorithms

A Albahr, M Albahar - … Journal of Advanced Computer Science and …, 2020 - researchgate.net
Relying on social networks to follow the news has its pros and cons. Social media websites
indeed allow the spread of information among people quickly. However, such websites …